As the final product of daily accounting, accounting information directly reflects the performance ability of enterprises and affects the national macro-control. According to the relevant economic models, accounting information accounts for as much as 70% of the total amount of enterprise information. Investors can indirectly analyze the solvency, operating capacity, market performance and other comprehensive indicators of enterprises through their various data. Therefore, enterprises with true and accurate accounting information will undoubtedly attract the attention of investors and shareholders. In the traditional accounting environment, although enterprises have also established relevant management information systems, due to the single structure of their own internal control and many factors of the external environment, they fail to give full play to the economic benefits of accounting information. With the popularization of the era of big data, the quality of accounting information has been sublimated in all aspects[1]. The author mainly analyzes the current advantages of accounting information from the perspectives of information output, information acquisition and information operation cost. Under the traditional accounting environment, the output of enterprise accounting information has obvious delay. In some repetitive and complicated work, the audit, signature, reconciliation, settlement and other work links are mainly completed by accountants in the way of “manual recording”. The time cost of coordination between them is relatively large and the business completion efficiency is relatively low. The main problem is that the staff did not realize the maximum advantage of “1 + 1 > 2”, and finally failed to make full use of the information resources owned by the enterprise[2]. Under the background of big data information age, enterprises mainly implement computerized accounting and “ERP” mode to carry out unified work management of resources, logistics and information owned by enterprises, and are no longer constrained by the limitation of “working distance” under the traditional accounting mode. It allows every accountant to share the data to be processed through the accounting cloud system platform, and further integrate the high-quality accounting information of the final output[3].
After entering the 21st century, information technology has brought new impetus to the development of enterprises. Many enterprises have gained new development with the support of information technology. Therefore, enterprises attach more importance to information technology. Information technology has been adopted by more and more enterprises, and the core competition of enterprises has changed from product to information technology. The internal environment of enterprises has also changed with the arrival of information technology. Modern enterprise management has changed in time and space, and the organizational existence form, business model and humanistic environment of enterprises have been innovated. The information technology capability formed by the combination of information technology with strategy, organization, personnel and process is not only difficult to be imitated, but also becomes the focus of continuous competition in the future. At the same time, information technology capability will rely on the above parts to penetrate into the whole process of enterprise management, and constantly affect the internal control of enterprises. Before enterprises use information technology, enterprise internal control is people-oriented, in accordance with the internal control standards and accounting standards for enterprises, the control of employees, business, to ensure the integrity of information. However, the level of internal control under person-to-person control is difficult to guarantee, which will affect the quality of disclosed information. After the combination of information technology and internal control, the malpractice of “people control people” has been solved, and the integration of internal control rules and information system will become a new problem. The enterprise's control environment, risk assessment, control activities, information and communication, and monitoring have been changed by information technology capabilities. Information technology provides the possibility for improving the level of enterprise internal control, and the level of information technology capability becomes the key to effectively implement internal control. At the same time, the risks brought by information technology will be manifested through information technology capability. Obviously, information technology ability will have a profound impact on the enterprise internal control, then the level of information technology ability on the enterprise internal control level will have what impact and how information technology ability affects the enterprise internal control? This paper will study the above problems through normative analysis, empirical analysis and case analysis.
Deng Jdivided information technology into four levels, including relevant training modes and management means in information management; Application of modes and means; Interaction between personnel and computers; Corresponding social, economic and cultural factors. To sum up, the role of information technology needs a certain carrier, and the process of integration with the carrier is informatization. Scholars at home and abroad have different opinions on the definition of informatization[4]. Ota T A believes that informatization is economic informatization based on enterprises and market, government informatization based on government and social informatization based on people's daily life[5]. Trushkevych O believes that different scholars have different definitions of informatization, but they are consistent in the basic purpose, scope, implementation means and process[6]. Based on this, he puts forward that the purpose of informatization is to improve the core advantages of enterprises, so as to enhance the market share.
Based on the current research, this paper proposes a simultaneous equation method for panel data. This paper constructs an accounting computer index to measure the accounting computer level of manufacturing enterprises in Shanghai stock market, and studies the relationship between enterprise accounting computer and internal control by using panel data simultaneous equations model. The empirical results show that: first, although the average accounting computer level of manufacturing industry increases year by year, the overall level is low, and there are great differences among sub industries, even within the same industry; Second, the level of accounting computer has a negative impact on the internal control of enterprises, and the internal control of enterprises has a positive impact on the level of accounting computer; Third, enterprise scale and operating years have a significant positive impact on the level of accounting computer.
This paper systematically constructs the accounting computer level rating index system from the following three aspects. In terms of internal management of enterprises, the accounting computer of enterprises should be carried out from inside to outside, from top to bottom, from management to employees, from management system to final product, which should reflect the concept of accounting computer. First, the management should make a commitment to environmental protection in the process of operation and development, and incorporate environmental protection into the future development plan of the enterprise, which is the premise for the enterprise to fulfill its environmental responsibility[7]. Second, accounting computer also needs the participation of employees. The enterprise shall conduct regular environmental protection training for employees to improve the organization's environmental awareness. Third, enterprises should set up special environmental prevention and treatment departments. The management mode of pollution prevention reflects a higher level of accounting computer than the traditional terminal treatment mode. Fourth, enterprises should increase the production and technology research and development of environment-friendly products, which will help reduce the negative impact of enterprises on the environment and reflect the specific investment and expenditure of enterprises in accounting computers. In terms of external management, on the one hand, enterprises should timely and accurately disclose social responsibility or environmental reports, on the other hand, they should communicate and cooperate with domestic and foreign green environmental protection enterprises. In terms of external recognition, enterprise accounting computer achievements should be recognized by the outside world. Accounting computer standards, such as ISO14000 series standard certification, on the one hand, as a tool of accounting computer, on the other hand, it is a sign of the level of accounting computer. The certification of accounting computer standards and environmental protection awards show that the accounting computer behavior of enterprises has been objectively evaluated by the public.
Therefore, the construction of accounting computer index (hereinafter referred to as EMI) in this paper includes three aspects, a total of 10 indicators, and the specific connotation is shown in Table 1. Since China has not implemented the public disclosure system of environmental reports, nor has it formed an open and systematic accounting computer evaluation system, the available information can only be obtained from the enterprise annual report or social responsibility report. For example, the relevant indicators of “internal management” and “external recognition” generally appear in the “report of the board of directors”[8]. This paper searches the annual report or social responsibility report of the enterprise according to the above 10 indicators. If it is found that the enterprise activities meet one of the indicators, the score of the accounting computer index will be increased by 1. Therefore, the accounting computer index (EMI) obtained in this paper is an ordered variable with a value between 0 and 10. A higher EMI reflects a higher level of accounting computer.
Management index used in this paper
Content of management | Management capability metrics | |
---|---|---|
Internal management | management | Are there any explanations for environmental protection in future development goals? |
Whether specific strategies and measures have been approved | ||
staff layer | Are employees regularly trained and educated on the environment? | |
management organizational structure | Are employees regularly trained and educated on the environment? | |
Green technology research and development | Whether there is a product process-friendly product design and development | |
External management | Information disclosure | Can a social responsibility report be issued in a timely manner? |
Cooperation | Ability to sponsor, support, and collaborate with environmental agencies | |
Is it possible to communicate and cooperate with domestic and foreign green environmental protection companies? | ||
External recognition | Certification | Whether it exceeds the IS014000 management system certificate |
Reward situation | Whether to receive protection bonuses during use |
Defects exposed by enterprise internal control under traditional accounting under traditional work, many entrepreneurs believe that internal control is static, independent and irrelevant to the outside world, resulting in many business problems. For example, incomplete disclosure of financial statement information, misappropriation of public funds by accountants, frequent implementation of personal opportunism by managers and so on, eventually make the enterprise face the outcome of bankruptcy and delisting. The author mainly analyzes the problems of enterprise internal control under traditional accounting from four main aspects: accounting personnel, internal supervision, information security and performance management[9].
The professional ability and professional ethics of accountants need to be improved. Under the traditional work, accountants only pay attention to the compliance of account books and the completeness of documents in order to complete the expected business volume, and do not learn to use existing resources to improve the company's performance in the market. For some overseas M & A enterprises, accountants cannot skillfully operate the financial information system, which makes the business slow and the performance not up to standard, resulting in a large number of customer chain breaks, and finally bring serious economic losses to the enterprise. In addition, many investment businesses have greater flexibility and randomness. In order to maximize their personal interests, enterprise managers use the raised shareholder capital to tend to the change of strategic objectives, and fail to weigh the opportunity cost risk and tax related risk of the project, which increases the uncertainty of the long-term development of the enterprise, which is seriously contrary to the professional ethics of accountants[10].
The internal discipline inspection and supervision mechanism lags behind. Although enterprises have established a relatively complete theoretical system of internal control, the supervision mechanism is not complete, resulting in many “missed fish” cases. In order to whitewash the financial statements and falsely increase profits, some operators have reached a “network of acquaintances” relationship with auditors, and have not combined their personal interests with the interests of the company at all. After the field investigation of several listed companies, the author summarizes the following problems:
There is functional compatibility between business decision-makers and business executives; Failure to give timely feedback on major matters in the business year of the enterprise; There is no clear and unified standard for the delivery pricing method of inventory; The time of property inventory is not clear enough; Most of the auditors are financial personnel, with insufficient reserves of relevant professional knowledge and lack of work experience, resulting in the failure to refine their daily work; Over reliance on business personnel and enterprise resources in the hands of individuals are not conducive to the overall management of business; There are many descriptive provisions in the internal control system, and there are few clear flow charts and supporting tables.
The defense ability of enterprise information security is not optimistic. Information is a business opportunity. It may bring potential opportunities or unknown manipulation risks to enterprises. With the disclosure of core information and the tampering of business strategies, more and more criminal groups began to plagiarize the labor achievements of enterprises and drill loopholes in internal control, resulting in a large number of information security accidents. According to the 18th global information security survey report, among 1755 invited enterprises, 20% of respondents said that there had been many information security problems in various departments of enterprises in the recent fiscal year; 88% of respondents said that the current information security capability of enterprises did not meet the expected development needs; 36% of respondents said they did not understand the enterprise's smart threat system; 47% of respondents said that enterprises did not install a firewall system platform to deal with information security problems; 17% of the enterprises surveyed said that they would face the problem of information security again in the next three years. It can be seen that in the traditional accounting environment, enterprise employees have a vague understanding of information security and fail to combine information security with property security, resulting in a large number of unexpected losses of resources.
Enterprise performance evaluation standards are relatively vague. With the in-depth development of China's socialist market economy theoretical system, enterprises have more initiative and business activities have more regularity. However, so far, domestic enterprises still lack a set of scientific and complete enterprise performance evaluation system, and there are certain limitations and lags in the design of performance indicators. Comparing the operating level of enterprises in different industries and sizes with the same indicators will bring wrong information guidance and judgment to enterprises, which will seriously hinder the construction of internal control[11]. The author summarizes the common performance management problems as follows:
In the initial stage, some enterprises only measured the company's performance by market interests, shareholder wealth and other indicators, without considering the long-term indicators such as the enterprise's sustainable development ability and risk aversion flexibility. Decision makers covet immediate interests and give priority to projects with short payback period, but give up projects with higher return on investment in the future, resulting in many short-term behaviors. Some immature enterprises believe that the higher the profitability, the better. A large number of loans are invested in economic business, completely ignoring the solvency of the enterprise. Finally, they are insolvent and face bankruptcy.
Sample selection in order to eliminate the influence of industry factors, according to the industry classification of the China Securities Regulatory Commission, this paper selects the manufacturing enterprises listed on the Shanghai Stock Exchange as the sample, excludes the companies that simultaneously issue B shares, and excludes st enterprises and newly listed or newly restructured enterprises in these six years, and obtains the panel data group of 305 enterprises from 2007 to 2012. Enterprise internal control. According to the selected indicators of enterprise internal control measurement, combined with the weak effectiveness of China's capital market, Tobin Q can not accurately reflect the current financial performance of the enterprise. Therefore, this paper selects two indicators: return on net assets (ROE) and return on total assets (ROA) to measure enterprise internal control. Enterprise characteristic variables. According to the characteristics of enterprises, scale, joint-stock nature and operation time have a significant impact on the relationship between corporate social responsibility and internal control. First of all, large-scale enterprises will be strictly supervised by public opinion and have more external pressure to improve their accounting computer level[12]. At the same time, the advantage of scale makes it more likely to invest in the practice of accounting computer. Secondly, the nature of corporate joint-stock system will affect investors' cognitive attitude towards responsibility. Due to China's current economic system with public ownership as the main body, there is a close relationship between state-owned enterprises and the government, which is more vulnerable to preferential treatment by the government, or lead to insufficient investment in environmental protection and governance, and then ignore the internal accounting computer. Finally, enterprises that have operated for a long time have more operation and management experience and more management talents to practice environmental protection than young enterprises. The listing of enterprises can absorb idle funds from the society for financing, and there will be more abundant resources for technological innovation, updating and transforming the original equipment and producing environment-friendly products. Other variables. Enterprise internal control may be affected by many factors, and the influence of relevant variables must be controlled.
The internal control equation and accounting computer equation are expressed as follows:
Enterprise internal control equation:
Enterprise accounting computer equation:
After testing the endogeneity and simultaneity of the equation, this paper uses three estimation methods to estimate the simultaneous equation. Firstly, the simultaneous equation is estimated by the least square method; Then the simultaneous equations are estimated by the fixed effect two-stage least square method; Finally, the simultaneous equations are systematically estimated by three-stage least square method. The biggest difference between the three-stage least squares method and the two-stage least squares method is that the correlation between the residual terms of different equations is considered, but the two-stage least squares method is generally used for estimation, because the correlation between the residual terms of equations is usually weak. It can be seen from the results that the two-stage least squares method is better than the three-stage least squares method, so the two-stage least squares method is used to estimate the impact of state-owned enterprises. At the same time, because this paper mainly studies the interaction between R & D intensity RDI and salary gap PG on performance, it focuses on the regression of the first equation (the second stage), and the second equation is mainly used to control the endogeneity of salary gap[13].
Firstly, the average accounting computer level of manufacturing industry has increased year by year, but its overall level is still low; Secondly, the average accounting computer level of each sub industry is quite different, and the average accounting computer index of the document disclosure industry is higher than the average level of the whole industry; Thirdly, the range data shows that even in the same industry, the accounting computer indexes of enterprises are far from each other, indicating that enterprises have not reached a consensus on the importance of disclosing relevant information[14].
In this paper, the two-stage least square method (2SLS) is selected for estimation. The estimation results are shown in Table 2 and 3.
The influence of enterprise accounting computer on internal control. From the estimation results of internal control equations, firstly, EMI has a significant negative impact on ROA and roe; Secondly, consistent with the conclusions of most literatures, asset liability ratio and operating efficiency negatively affect enterprise internal control, while intangible asset ratio and scale positively affect internal control.
The influence of enterprise internal control on enterprise accounting computer. From the estimation results of accounting computer equation, firstly, ROA has a significant positive impact on the level of accounting computer; Secondly, the scale and operating age of enterprises positively affect the level of accounting computer, while the nature of ownership and listing age are not related to the level of accounting computer; Finally, enterprises in the document disclosure industry have a high level of accounting computer, which is consistent with the conclusion of the above descriptive statistics of EMI, which may be related to the mandatory provisions of national laws and regulations on the document disclosure industry[15].
Simultaneous equation estimation results of panel data (Model 1)
Model 1 | |||
---|---|---|---|
Technical equation of accounting computer processing | Internal control equation | ||
ROA | EMI | ||
Coefficient | Coefficient | ||
C | −0.1547 | C | −17.5313 |
EMI | −0.0086 | BOA | 3.3757 |
DA | −0.0937 | SIZE | 0.8674 |
CE | −0.1874 | OWN | 0.1098 |
ADV | 0.1236 | AGE1 | 0.0533 |
SIZE | 0.0169 | AGE2 | 0.0174 |
INDU | 0.3263 |
Simultaneous equation estimation results of panel data (Model 2)
Model 2 | |||
---|---|---|---|
Technical equation of accounting computer processing | Internal control equation | ||
ROA | EMI | ||
Coefficient | Coefficient | ||
C | −0.6469 | C | −17.2469 |
EMI | −0.0733 | BOA | 1.6709 |
DA | −0.0518 | SIZE | 0.5818 |
CE | −0.3367 | OWN | 0.0689 |
ADV | 0.2865 | AGE1 | 0.0547 |
SIZE | 0.0371 | AGE2 | 0.036 |
INDU | 0.274 |
This paper systematically constructs the computer processing technology index and quantitatively measures the computer processing technology level of listed manufacturing enterprises in Shanghai Stock Exchange. It is found that although the average computer processing technology level of manufacturing industry increases year by year, the overall level is low, and there are great differences among sub industries, even within the same industry. Using the simultaneous equation model of panel data, this paper makes an empirical study on the relationship between enterprise computer processing technology and internal control under the control of enterprise industry, scale and other factors. The conclusion shows that the computer processing technology level of enterprises negatively affects the internal control, while the internal control, scale and operation years positively affect the computer processing technology level. The nature of ownership and listing years have no correlation with the computer processing technology level. The advent of the era of big data provides a guarantee for the accounting information of enterprises. Efficient accounting information will not only attract the attention of more investors, but also inject new vitality into the internal control of enterprises. We are well aware that the construction of internal control is a dynamic process that keeps pace with the times. With the continuous improvement of the enterprise's own factors, the system of internal control is also changing imperceptibly. Internal control is not only for the management or the board of directors, but also for all employees of the enterprise. Therefore, we advocate the thinking mode of combining personal interests with the interests of the company, which helps each employee take the initiative to undertake more work responsibilities, which will not only bring stronger discipline and safety to the enterprise, but also eliminate many cases of corruption. The author firmly believes that under the guidance of the era of big data, China's internal control system and enterprise development will go to a higher level.
Simultaneous equation estimation results of panel data (Model 2)
Model 2 | |||
---|---|---|---|
Technical equation of accounting computer processing | Internal control equation | ||
ROA | EMI | ||
Coefficient | Coefficient | ||
C | −0.6469 | C | −17.2469 |
EMI | −0.0733 | BOA | 1.6709 |
DA | −0.0518 | SIZE | 0.5818 |
CE | −0.3367 | OWN | 0.0689 |
ADV | 0.2865 | AGE1 | 0.0547 |
SIZE | 0.0371 | AGE2 | 0.036 |
INDU | 0.274 |
Simultaneous equation estimation results of panel data (Model 1)
Model 1 | |||
---|---|---|---|
Technical equation of accounting computer processing | Internal control equation | ||
ROA | EMI | ||
Coefficient | Coefficient | ||
C | −0.1547 | C | −17.5313 |
EMI | −0.0086 | BOA | 3.3757 |
DA | −0.0937 | SIZE | 0.8674 |
CE | −0.1874 | OWN | 0.1098 |
ADV | 0.1236 | AGE1 | 0.0533 |
SIZE | 0.0169 | AGE2 | 0.0174 |
INDU | 0.3263 |
Management index used in this paper
Content of management | Management capability metrics | |
---|---|---|
Internal management | management | Are there any explanations for environmental protection in future development goals? |
Whether specific strategies and measures have been approved | ||
staff layer | Are employees regularly trained and educated on the environment? | |
management organizational structure | Are employees regularly trained and educated on the environment? | |
Green technology research and development | Whether there is a product process-friendly product design and development | |
External management | Information disclosure | Can a social responsibility report be issued in a timely manner? |
Cooperation | Ability to sponsor, support, and collaborate with environmental agencies | |
Is it possible to communicate and cooperate with domestic and foreign green environmental protection companies? | ||
External recognition | Certification | Whether it exceeds the IS014000 management system certificate |
Reward situation | Whether to receive protection bonuses during use |
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cells Fractional Differential Equations in the Exploration of Geological and Mineral Construction AdaBoost Algorithm in Trustworthy Network for Anomaly Intrusion Detection Projection of Early Warning Identification of Hazardous Sources of Gas Explosion Accidents in Coal Mines Based on NTM Deep Learning Network Burnout of front-line city administrative law-enforcing personnel in new urban development areas: An empirical research in China Enterprise Financial Risk Early Warning System Based on Structural Equation Model A Study on the Application of Quantile Regression Equation in Forecasting Financial Value at Risk in Financial Markets Fractional Differential Equations in the Model of Vocational Education and Teaching Practice Environment Information transmission simulation of Internet of things communication nodes under collision free probability equation Image denoising model based on improved fractional calculus mathematical equation Random Fourier Approximation of the Kernel Function in Programmable Networks The Complexity of Virtual Reality Technology in the Simulation and Modeling of Civil Mathematical Models University Library Lending System Model Based on Fractional Differential Equations Calculation and Performance Evaluation of Text Similarity Based on Strong Classification Features Intelligent Matching System of Clauses in International Investment Arbitration Cases Based on Big Data Statistical Model Evaluation and Verification of Patent Value Based on Combination Forecasting Model Financial Institution Prevention Financial Risk Monitoring System Under the Fusion of Partial Differential Equations Prediction and Analysis of ChiNext Stock Price Based on Linear and Non-linear Composite Model Calculus Logic Function in Tax Risk Avoidance in Different Stages of Enterprises The Psychological Memory Forgetting Model Based on the Analysis of Linear Differential Equations Optimization Simulation System of University Science Education Based on Finite Differential Equations The Law of Large Numbers in Children's Education Optimization System of Strength and Flexibility Training in Aerobics Course Based on Lagrangian Mathematical Equation Data structure simulation for the reform of the teaching process of university computer courses RETRACTION NOTE Research on the mining of ideological and political knowledge elements in college courses based on the combination of LDA model and Apriori algorithm Research on non-linear visual matching model under inherent constraints of images Good congruences on weakly U-abundant semigroups Can policy coordination facilitate unimpeded trade? An empirical study on factors influencing smooth trade along the Belt and Road Research on the processing method of multi-source heterogeneous data in the intelligent agriculture cloud platform Internal control index and enterprise growth: An empirical study of Chinese listed-companies in the automobile manufacturing industry Research on design of customer portrait system for E-commerce Research on rule extraction method based on concept lattice of intuitionistic fuzzy language Fed-UserPro: A user profile construction method based on federated learning A multi-factor Regression Equation-based Test of Fitness Maximal Aerobic Capacity in Athletes Garment Image Retrieval based on Grab Cut Auto Segmentation and Dominate Color Method Financial Risk Prediction and Analysis Based on Nonlinear Differential Equations Constructivist Learning Method of Ordinary Differential Equations in College Mathematics Teaching Multiple Effects Analysis of Hangzhou Issuing Digital Consumer Coupons Based on Simultaneous Equations of CDM Model Response Model of Teachers’ Psychological Education in Colleges and Universities Based on Nonlinear Finite Element Equations A Hybrid Computational Intelligence Method of Newton's Method and Genetic Algorithm for Solving Compatible Nonlinear Equations Pressure Image Recognition of Lying Positions Based on Multi-feature value Regularized Extreme Learning Algorithm English Intelligent Question Answering System Based on elliptic fitting equation Precision Machining Technology of Jewelry on CNC Machine Tool Based on Mathematical Modeling Application Research of Mathematica Software in Calculus Teaching Computer Vision Communication Technology in Mathematical Modeling Skills of Music Creation Based on Homogeneous First-Order Linear Partial Differential Equations Mathematical Statistics Technology in the Educational Grading System of Preschool Students Music Recommendation Index Evaluation Based on Logistic Distribution Fitting Transition Probability Function Children's Educational Curriculum Evaluation Management System in Mathematical Equation Model Query Translation Optimization and Mathematical Modeling for English-Chinese Cross-Language Information Retrieval The Effect of Children’s Innovative Education Courses Based on Fractional Differential Equations Fractional Differential Equations in the Standard Construction Model of the Educational Application of the Internet of Things Optimization research on prefabricated concrete frame buildings based on the dynamic equation of eccentric structure and horizontal-torsional coupling Optimization in Mathematics Modeling and Processing of New Type Silicate Glass Ceramics Green building considering image processing technology combined with CFD numerical simulation Research on identifying psychological health problems of college students by logistic regression model based on data mining Abnormal Behavior of Fractional Differential Equations in Processing Computer Big Data Mathematical Modeling Thoughts and Methods Based on Fractional Differential Equations in Teaching Research on evaluation system of cross-border E-commerce platform based on the combined model A mathematical model of PCNN for image fusion with non-sampled contourlet transform Nonlinear Differential Equations in Computer-Aided Modeling of Big Data Technology The Uniqueness of Solutions of Fractional Differential Equations in University Mathematics Teaching Based on the Principle of Compression Mapping Financial customer classification by combined model Influence of displacement ventilation on the distribution of pollutant concentrations in livestock housing Recognition of Electrical Control System of Flexible Manipulator Based on Transfer Function Estimation Method Automatic Knowledge Integration Method of English Translation Corpus Based on Kmeans Algorithm Real Estate Economic Development Based on Logarithmic Growth Function Model Design of Tennis Mobile Teaching Assistant System Based on Ordinary Differential Equations Financial Crisis Early Warning Model of Listed Companies Based on Fisher Linear Discriminant Analysis High Simulation Reconstruction of Crowd Animation Based on Optical Flow Constraint Equation Construction of Intelligent Search Engine for Big Data Multimedia Resource Subjects Based on Partial Least Squares Structural Equation 3D Animation Simulation of Computer Fractal and Fractal Technology Combined with Diamond-Square Algorithm Analysis of the Teaching Quality of Physical Education Class by Using the Method of Gradient Difference The Summation of Series Based on the Laplace Transformation Method in Mathematics Teaching Optimal Solution of the Fractional Differential Equation to Solve the Bending Performance Test of Corroded Reinforced Concrete Beams under Prestressed Fatigue Load Animation VR scene mosaic modeling based on generalized Laplacian equation Radial Basis Function Neural Network in Vibration Control of Civil Engineering Structure Optimal Model Combination of Cross-border E-commerce Platform Operation Based on Fractional Differential Equations The influence of accounting computer information processing technology on enterprise internal control under panel data simultaneous equation Research on Stability of Time-delay Force Feedback Teleoperation System Based on Scattering Matrix BIM Building HVAC Energy Saving Technology Based on Fractional Differential Equation Construction of comprehensive evaluation index system of water-saving irrigation project integrating penman Montei the quation Human Resource Management Model of Large Companies Based on Mathematical Statistics Equations Data Forecasting of Air-Conditioning Load in Large Shopping Malls Based on Multiple Nonlinear Regression Analysis of technical statistical indexes of college tennis players under the win-lose regression function equation Automatic extraction and discrimination of vocal main melody based on quadratic wave equation Analysis of wireless English multimedia communication based on spatial state model equation Optimization of Linear Algebra Core Function Framework on Multicore Processors Research on classification of e-commerce customers based on BP neural network The Control Relationship Between the Enterprise's Electrical Equipment and Mechanical Equipment Based on Graph Theory Mathematical Modeling and Forecasting of Economic Variables Based on Linear Regression Statistics Nonlinear Differential Equations in Cross-border E-commerce Controlling Return Rate 3D Mathematical Modeling Technology in Visualized Aerobics Dance Rehearsal System Fractional Differential Equations in Electronic Information Models BIM Engineering Management Oriented to Curve Equation Model Leakage control of urban water supply network and mathematical analysis and location of leakage points based on machine learning Analysis of higher education management strategy based on entropy and dissipative structure theory Prediction of corporate financial distress based on digital signal processing and multiple regression analysis Mathematical Method to Construct the Linear Programming of Football Training Multimedia sensor image detection based on constrained underdetermined equation The Size of Children's Strollers of Different Ages Based on Ergonomic Mathematics Design Application of Numerical Computation of Partial Differential Equations in Interactive Design of Virtual Reality Media Stiffness Calculation of Gear Hydraulic System Based on the Modeling of Nonlinear Dynamics Differential Equations in the Progressive Method Knowledge Analysis of Charged Particle Motion in Uniform Electromagnetic Field Based on Maxwell Equation Relationship Between Enterprise Talent Management and Performance Based on the Structural Equation Model Method Term structure of economic management rate based on parameter analysis of estimation model of ordinary differential equation Influence analysis of piano music immersion virtual reality cooperation based on mapping equation Chinese painting and calligraphy image recognition technology based on pseudo linear directional diffusion equation Label big data compression in Internet of things based on piecewise linear regression Animation character recognition and character intelligence analysis based on semantic ontology and Poisson equation Design of language assisted learning model and online learning system under the background of artificial intelligence Study on the influence of adolescent smoking on physical training vital capacity in eastern coastal areas Application of machine learning in stock selection Comparative analysis of CR of ideological and political education in different regions based on improved fuzzy clustering Action of Aut( G ) on the set of maximal subgroups ofp -groupsThe internal mechanism of corporate social responsibility fulfillment affecting debt risk in China: analysis of intermediary transmission effect based on degree of debt concentration and product market competitive advantage Study on transmission characteristics in three kinds of deformed finlines based on edge-based finite element method Asymptotic stability problem of predator–prey system with linear diffusion Research on loyalty prediction of e-commerce customer based on data mining Algebraic Equations in Educational Model of College Physical Education Course Education Professional English Translation Corpus Under the Binomial Theorem Coefficient Geometric Tolerance Control Method for Precision Machinery Based on Image Modeling and Novel Saturation Function Retrieval and Characteristic Analysis of Multimedia Tester Based on Bragg Equation Semiparametric Spatial Econometric Analysis of Household Consumption Based on Ordinary Linear Regression Model Video adaptive watermark embedding and detection algorithm based on phase function equation English Learning Motivation of College Students Based on probability Distribution Scientific Model of Vocational Education Teaching Method in Differential Nonlinearity Research on mobile Awareness service and data privacy Protection based on Linear Equations computing protocol Vocal Music Teaching Model Based on Finite Element Differential Mathematical Equations Studying a matching method combining distance proximity and buffer constraints The trend and influence of media information Propagation based on nonlinear Differential equation Research on the construction of early warning model of customer churn on e-commerce platform Study on inefficient land use determination method for cities and towns from a city examination perspective A sentiment analysis method based on bidirectional long short-term memory networks A study of local smoothness-informed convolutional neural network models for image inpainting Mathematical Calculus Modeling in Improving the Teaching Performance of Shot Put Application of Nonlinear Differential Equation in Electric Automation Control System Higher Mathematics Teaching Curriculum Model Based on Lagrangian Mathematical Model Computational Algorithm to Solve Two–Body Problem Using Power Series in Geocentric System Decisions of competing supply chain with altruistic retailer under risk aversion Optimization of Color Matching Technology in Cultural Industry by Fractional Differential Equations The Marketing of Cross-border E-commerce Enterprises in Foreign Trade Based on the Statistics of Mathematical Probability Theory Application of Linear Partial Differential Equation Theory in Guiding Football Scientific Training Nonlinear Channel Estimation for Internet of Vehicles Some Necessary Conditions for Feedback Functions of de Bruijn Sequences The Evolution Model of Regional Tourism Economic Development Difference Based on Spatial Variation Function System Model of Shipping Enterprise Safety Culture Based on Dynamic Calculation Matrix Model An empirical research on economic growth from industrial structure optimisation in the Three Gorges Reservoir area The Inner Relationship between Students' Psychological Factors and Physical Exercise Based on Structural Equation Model (SEM) Analysis and Research on Influencing Factors of Ideological and Political Education Teaching Effectiveness Based on Linear Equation Study of agricultural finance policy information extraction based on ELECTRA-BiLSTM-CRF Fractional Differential Equations in Sports Training in Universities Examination and Countermeasures of Network Education in Colleges and Universities Based on Ordinary Differential Equation Model Innovative research of vertical video creation under the background of mobile communication Higher Education Agglomeration Promoting Innovation and Entrepreneurship Based on Spatial Dubin Model Chinese-English Contrastive Translation System Based on Lagrangian Search Mathematical Algorithm Model Genetic algorithm-based congestion control optimisation for mobile data network